FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication

Authors

• 1. Kaihao Ma (Chinese University of Hong Kong)
• 2. Xiao Yan (Southern University of Science and Technology)
• 3. Zhenkun Cai (Chinese University of Hong Kong)
• 4. Yuzhen Huang (Meta)
• 5. Yidi Wu (Meta)
• 6. James Cheng (Chinese University of Hong Kong; KASMA Pte. Ltd.)

@inproceedings{ma_sigmod23,
        title = {{FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication}},
        author = {Ma, Kaihao and Yan, Xiao and Cai, Zhenkun and Huang, Yuzhen and Wu, Yidi and Cheng, James},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3589310},
        url = {https://dl.acm.org/doi/10.1145/3589310},
        year = {2023}
}

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